Skip to content

David Ohnstad

AI & Machine Learning in Enterprise Software | Product Management

  • Home
  • Blog

Month: September 2026

Enterprise AI Implementation: Why Data Lineage Matters More Than Platform Promises

enterprise AI implementation data challenges — Enterprise AI Implementation: Why Data Lineage Mat

ServiceNow’s latest AI platform promised to manage everything—until real production hit. David Ohnstad explores why proof-of-concepts succeed while deployments fail, and the unglamorous data work required to make enterprise AI actually work.

Published September 7, 2026
Categorized as Enterprise AI and ML

Recent Posts

  • Enterprise AI Implementation: Why Data Lineage Matters More Than Platform Promises
  • Enterprise AI Governance: Why Risk Outpaced Control
  • Enterprise AI Governance: Why 68% of Policies Fail
  • Enterprise AI Deployment: Why Team Architecture Matters More Than Models
  • AI in Product Lifecycle Management: Pre-Deployment Readiness

Recent Comments

  1. How Cross-Disciplinary Thinking Shapes Modern Problem Solving and Digital Identity - David Ohnstad on The Real Impact of AI and ML on Enterprise Problem-Solving: Beyond the Hype
  2. Enterprise AI Agents: Why Most Companies Should Wait - David Ohnstad on Google’s Generative AI Search Revolution: What Enterprise Software Companies Must Do Now
  3. AI ROI in Enterprise: When Implementation Outpaces Measurement - David Ohnstad on Google’s Generative AI Search Revolution: What Enterprise Software Companies Must Do Now
  4. Enterprise AI Integration: Legacy Systems Don't Block Modern ML - David Ohnstad on Google’s Generative AI Search Revolution: What Enterprise Software Companies Must Do Now
  5. Enterprise AI Agent Costs: 4 Budget Myths Explained - David Ohnstad on Enterprise AI Without Platform Replacement: 4 Myths Debunked

Archives

  • September 2026
  • August 2026
  • July 2026
  • June 2026
  • May 2026
  • April 2026
  • January 2025
  • November 2024
  • September 2024

Categories

  • David Ohnstad
  • Enterprise AI and ML
  • Uncategorized
David Ohnstad
Proudly powered by WordPress.